Computer scientists at MIT have developed a machine-learning system that can identify objects in an image based on a spoken description of the image. Typical speech recognition systems like Google ...

MIT researchers have identified significant examples of machine-learning model failure when those models are applied to data ...

Machine-learning models can make mistakes and be difficult to use, so scientists have developed explanation methods to help users understand when and how they should trust a model's predictions. These ...